Diebold Nixdorf, Pink Sheet Forecast - Naive Prediction
| DBD Stock | USD 62.70 0.39 0.62% |
The Naive Prediction forecasted value of Diebold Nixdorf, Incorporated on the next trading day is expected to be 63.41 with a mean absolute deviation of 1.14 and the sum of the absolute errors of 70.91. Diebold Pink Sheet Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Diebold Nixdorf, stock prices and determine the direction of Diebold Nixdorf, Incorporated's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Diebold Nixdorf,'s historical fundamentals, such as revenue growth or operating cash flow patterns.
Diebold |
Open Interest Against 2025-11-21 Diebold Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Diebold Nixdorf,'s spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Diebold Nixdorf,'s options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Diebold Nixdorf, stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Diebold Nixdorf,'s open interest, investors have to compare it to Diebold Nixdorf,'s spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Diebold Nixdorf, is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Diebold. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Diebold Nixdorf, Naive Prediction Price Forecast For the 27th of August
Given 90 days horizon, the Naive Prediction forecasted value of Diebold Nixdorf, Incorporated on the next trading day is expected to be 63.41 with a mean absolute deviation of 1.14, mean absolute percentage error of 1.88, and the sum of the absolute errors of 70.91.Please note that although there have been many attempts to predict Diebold Pink Sheet prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Diebold Nixdorf,'s next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Diebold Nixdorf, Pink Sheet Forecast Pattern
| Backtest Diebold Nixdorf, | Diebold Nixdorf, Price Prediction | Buy or Sell Advice |
Diebold Nixdorf, Forecasted Value
In the context of forecasting Diebold Nixdorf,'s Pink Sheet value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Diebold Nixdorf,'s downside and upside margins for the forecasting period are 61.84 and 64.98, respectively. We have considered Diebold Nixdorf,'s daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Diebold Nixdorf, pink sheet data series using in forecasting. Note that when a statistical model is used to represent Diebold Nixdorf, pink sheet, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.| AIC | Akaike Information Criteria | 120.5801 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 1.1437 |
| MAPE | Mean absolute percentage error | 0.0205 |
| SAE | Sum of the absolute errors | 70.9085 |
Predictive Modules for Diebold Nixdorf,
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Diebold Nixdorf,. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.Other Forecasting Options for Diebold Nixdorf,
For every potential investor in Diebold, whether a beginner or expert, Diebold Nixdorf,'s price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Diebold Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Diebold. Basic forecasting techniques help filter out the noise by identifying Diebold Nixdorf,'s price trends.Diebold Nixdorf, Related Equities
One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Diebold Nixdorf, pink sheet to make a market-neutral strategy. Peer analysis of Diebold Nixdorf, could also be used in its relative valuation, which is a method of valuing Diebold Nixdorf, by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Diebold Nixdorf, Technical and Predictive Analytics
The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Diebold Nixdorf,'s price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Diebold Nixdorf,'s current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Diebold Nixdorf, Market Strength Events
Market strength indicators help investors to evaluate how Diebold Nixdorf, pink sheet reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Diebold Nixdorf, shares will generate the highest return on investment. By undertsting and applying Diebold Nixdorf, pink sheet market strength indicators, traders can identify Diebold Nixdorf, Incorporated entry and exit signals to maximize returns.
Diebold Nixdorf, Risk Indicators
The analysis of Diebold Nixdorf,'s basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Diebold Nixdorf,'s investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting diebold pink sheet prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
| Mean Deviation | 1.12 | |||
| Semi Deviation | 0.7996 | |||
| Standard Deviation | 1.57 | |||
| Variance | 2.46 | |||
| Downside Variance | 1.62 | |||
| Semi Variance | 0.6394 | |||
| Expected Short fall | (1.33) |
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.
Also Currently Popular
Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.Other Information on Investing in Diebold Pink Sheet
Diebold Nixdorf, financial ratios help investors to determine whether Diebold Pink Sheet is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Diebold with respect to the benefits of owning Diebold Nixdorf, security.